AI PROMPTS
THE OPEN AI PROMPTS LIBRARY
A community-curated library of prompts for every AI — across coding, writing, research, design, marketing, and dozens more categories. Discover, share, and remix what works.
AVAILABLE FOR EVERY AI
Claude, ChatGPT, Gemini, Cursor, Copilot, Perplexity, Grok — and any other model or assistant you use.
SEARCH AND LOAD WITH YOUR AGENT — MCP
Connect this library as an MCP server to Claude, Cursor, Windsurf, or any
MCP-capable client. Search with search_prompts, then load skills with list_skill_files, read_skill_file, and get_skill_download.
URL
https://aipromptslibrary.sh/mcp OPTION A — PASTE TO YOUR AGENT Claude, Cursor, Codex, etc.
prompt
Connect to the MCP server at https://aipromptslibrary.sh/mcp (streamable-http).
OPTION B — JSON CONFIG manual setup
mcp.json
{
"mcpServers": {
"prompt-library": {
"type": "streamable-http",
"url": "https://aipromptslibrary.sh/mcp"
}
}
} Browse by category
PROMPTS LIBRARY
FILTERED BY task_types: validate
# PROMPT CATEGORY
- 1 APA 7th Literature Review Formatter for Retos-España writer writing
- 2 Sentry Bug Fixer Expert developer coding
- 3 Test Writer-Fixer Agent model coding
- 4 Quantitative Sports Betting Edge Evaluator analyst analysis
- 5 MCP Server Builder Guide developer tool_use
- 6 Comprehensive Final Review Checklist Assessor agent evaluation
- 7 Kubernetes Docker RPG Learning Engine model education
- 8 Structured Autonomy Implementation Agent agent coding
- 9 Test-First Bug Fix Implementer developer coding
- 10 Senior Software Engineer Architect Rules model coding
- 11 Playwright Spreadsheet Data Entry Automator agent operations
- 12 MoltPass Client for AI Agent Identities agent security
- 13 Document Claim Verifier with Quotes model data_extraction
- 14 CSV Data Audit and Cleaning Pipeline analyst analysis
- 15 Linear Issue Git Branch PR Creator agent coding
- 16 Playwright Web App Testing Toolkit developer operations
- 17 SaaS Dashboard Backend Security Auditor model security
- 18 PostgreSQL R2 Backup Restore Pipeline Implementer model operations
- 19 Repo Workflow AGENTS.md Editor agent workflow
- 20 TypeScript Type System Architect developer coding
- 21 Product PRD and Development Roadmap Planner model product
- 22 Post-Implementation Software Self-Audit Generator model operations
- 23 Structured Code Security and Quality Reviewer developer coding
- 24 POSIX Shell Script Developer with Checklists developer coding
- 25 KJV Canon Lock Harmony Enforcer model education
- 26 Astro v6 Strict Architecture Rules developer coding
- 27 Code Refactoring Expert with Checklists developer coding
- 28 Senior Functional Analyst UML2 Gherkin Role model analysis
- 29 Iterative App Improvement Analyst developer coding
- 30 Turkish Financial Report Compliance Auditor model finance
- 31 Ultrathinker Deep Reasoning Coding Workflow model coding
- 32 Content Review and Correction Specialist model analysis
- 33 Python Algo Trading QA Tester developer coding
- 34 Playwright Web App Testing Toolkit developer tool_use
- 35 Xcode iPhone-Only App Project Setup developer coding
- 36 Production Readiness Project Evaluator executive evaluation
- 37 Annual Leave Approval Processor model hr
- 38 Turkish Employee Leave Rules JSON support agent hr
- 39 iOS App Store Submission Validator developer evaluation
- 40 Company Shareholder JSON Extractor model data_extraction
- 41 Prompt Quality Audit Compliance Checker model evaluation
- 42 Performance Ad Creative Generator agent marketing
- 43 C Systems Programming Expert Advisor agent coding
- 44 C Systems Programming Memory Expert agent coding
- 45 Elixir OTP Phoenix LiveView Expert agent coding
- 46 Elixir OTP and Phoenix Expert agent coding
- 47 Conductor Project Artifacts Validator agent evaluation
- 48 Conductor Project Artifacts Validator agent operations
- 49 FDA FSMA Food Safety Auditor agent legal
- 50 Security Audit Fix Verifier agent security
- 51 Code Error Root Cause Debugger agent coding
- 52 Security Audit Fix Reviewer agent security
- 53 Legacy Codebase Modernization Specialist agent coding
- 54 Full Output Completeness Enforcer agent safety
- 55 Modern JavaScript Async Programming Expert agent coding
- 56 Modern JavaScript Async Programming Expert developer coding
- 57 Full Output Enforcement Enforcer agent safety
- 58 Haskell Advanced Type Systems Expert developer coding
- 59 Lightning Channel Factory Technical Reference agent software_engineering
- 60 Senior Elite Engineer TDD UX Workflow agent coding
- 61 Gemini Elite Coder UX Validator model coding
- 62 Elite Gemini Coder UX Workflow model coding
- 63 Payment Integration Specialist Advisor agent finance
- 64 Secure Payment Integration Specialist agent finance
- 65 Modern JavaScript Async Programming Expert agent coding
- 66 Osterwalder Business Model Canvas Architect agent planning
- 67 Ruby Metaprogramming and Rails Expert agent coding
- 68 Osterwalder Business Model Canvas Architect agent planning
- 69 Phase-Gated Code Debugging Protocol agent coding
- 70 Haskell Advanced Type Systems Expert agent coding
- 71 Elite Software Engineer TDD UX Workflow agent coding
- 72 Web Interface Guidelines File Reviewer agent coding
- 73 Web Interface Guidelines Compliance Reviewer agent coding
- 74 ARA Research Artifact Compiler agent research
- 75 Research Idea Novelty Literature Checker agent research
- 76 LLM Experiment Integrity Auditor agent evaluation
- 77 LaTeX Paper PDF Compiler agent writing
- 78 Patent Specification Section Writer agent legal
- 79 BDI RDF Mental State Modeler agent planning
- 80 Brand Identity and Voice Manager agent marketing
- 81 Multi-Jurisdiction Patent Claims Drafter agent legal
- 82 Conductor Project Artifacts Validator agent operations
- 83 C Systems Programming Expert agent coding
- 84 Design Token Architecture and Slide Generator agent design
- 85 Root Cause Code Debugger agent coding
- 86 Modern C# .NET Enterprise Advisor agent coding
- 87 Security Audit Fix Commit Reviewer agent security
- 88 Patent Embodiment Description Writer agent legal
- 89 Full Output Enforcement Rules agent other
- 90 Multi-Jurisdiction Patent Filing Formatter agent legal
- 91 Legacy Codebase Modernization Specialist agent coding
- 92 Domain Model Plan Grilling Interviewer agent planning
- 93 FigureSpec JSON to SVG Diagram Generator agent image_generation
- 94 Last30Days Multi-Platform Researcher agent research
- 95 Fluentd Log Forwarding Configuration Guide agent operations
- 96 Lightning Channel Factory Implementation Reference agent coding
- 97 Research Method Novelty Checker agent research
- 98 Elite Senior Engineer TDD UX Workflow agent coding
- 99 LaTeX Paper PDF Compiler agent coding
- 100 Gemini Elite Coder and UX Validator model coding